Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008030

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 1 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008032

distance 0.21

#2 · Punecell 4900008138

distance 0.234

#3 · Punecell 4900008249

distance 0.285

#4 · Punecell 4900008139

distance 0.342

#5 · Punecell 4900007924

distance 0.401

#6 · Punecell 4900007926

distance 0.458

#7 · Punecell 4900008031

distance 0.474

#8 · Punecell 4900007920

distance 0.474

#9 · Punecell 4900007921

distance 0.477

#10 · Punecell 4900007807

distance 0.48

#11 · Punecell 4900008141

distance 0.481

#12 · Punecell 4900007810

distance 0.521

#13 · Punecell 4900005982

distance 0.527

#14 · Punecell 4900008251

distance 0.53

#15 · Punecell 4900008142

distance 0.549

#16 · Punecell 4900005852

distance 0.552

#17 · Punecell 4900008253

distance 0.592

#18 · Punecell 4900008250

distance 0.593

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900008030}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.